{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"778b7302b81e","filters":{"venue":"Ocean Technology"}},"results":[{"id":"W2376053577","doi":"","title":"Model Experiment on Hydraulic Characteristics of Quarter-circular Breakwater","year":2006,"lang":"en","type":"article","venue":"Ocean Technology","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Breakwater; Quarter (Canadian coin); Marine engineering; Geotechnical engineering; Geology; Environmental science; Engineering; Geography; Archaeology","authors":[{"name":"Yinghui Liu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00544985632282474,"gpt":0.1803269809092636,"spread":0.1748771245864389,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004026838,0.0001089711,0.0001637404,0.0001525834,0.00003768547,0.000007921053,0.0001711271,0.0001026368,0.0001541825],"category_scores_gemma":[0.000004109588,0.00009063105,0.00004000338,0.00012562,0.0001020418,0.00003407499,0.00002196056,0.00009757894,0.00005773393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003993348,"about_ca_system_score_gemma":0.00001332376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003389393,"about_ca_topic_score_gemma":0.0001319747,"domain_scores_codex":[0.9993113,0.000007605533,0.0001909265,0.0001810156,0.0001026872,0.0002065206],"domain_scores_gemma":[0.9996464,0.000009989534,0.00006703196,0.0002304114,0.00002076785,0.00002543684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003164381,0.0005843349,0.5719454,0.0001200546,0.00006743925,0.0001560154,0.0002269523,0.009445729,0.006039902,0.02112398,0.003722712,0.386251],"study_design_scores_gemma":[0.001356896,0.002140552,0.2148246,0.00006068666,0.00005437132,0.0001282066,0.0003141208,0.6683825,0.02220637,0.07321046,0.01628062,0.001040643],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883137,0.00003915689,0.0005735453,0.000457428,0.00007796566,0.00007775043,0.00006123736,0.00009666472,0.01030255],"genre_scores_gemma":[0.9990185,0.00000800407,0.0003827104,0.00007014759,0.00002484263,4.571375e-7,0.0001326896,0.000003723824,0.0003588827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6589367,"threshold_uncertainty_score":0.3695827,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2358624538","doi":"","title":"Application and Quality Control of Multi Parameter Water Probe Meter in Marine Investigation","year":2008,"lang":"en","type":"article","venue":"Ocean Technology","topic":"Underwater Vehicles and Communication Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Metre; Water quality; Quality (philosophy); Environmental science; Remote sensing; Process (computing); Marine engineering; Engineering; Computer science; Geology","authors":[{"name":"Yuan Zhi-wei","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02461395228017203,"gpt":0.2265989832845349,"spread":0.2019850310043629,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001339728,0.00007204898,0.000166157,0.0001501725,0.00001898245,0.000003123257,0.000112077,0.0001204817,0.000002807058],"category_scores_gemma":[0.000004864425,0.00005874422,0.00001411039,0.0001091722,0.0001112507,0.00004957637,0.00004669138,0.0001048996,0.000004982416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001877462,"about_ca_system_score_gemma":0.000002519116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005617375,"about_ca_topic_score_gemma":0.00002977683,"domain_scores_codex":[0.9994364,0.0000277588,0.000280853,0.0001037037,0.00004385449,0.0001074241],"domain_scores_gemma":[0.9996325,0.00002301043,0.00003483967,0.0002661538,0.00002696821,0.00001651284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001027365,0.00003318602,0.4760838,0.00008834108,0.00002626909,7.1025e-7,0.0006182074,0.0001048722,0.5097246,0.0007160824,0.000005979909,0.0125877],"study_design_scores_gemma":[0.001783133,0.00006607611,0.05167365,0.0000225966,0.00001017216,0.00002791053,0.0001512806,0.0304165,0.9083152,0.005579149,0.001705416,0.0002489481],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9472062,0.0000733425,0.05206909,0.0002423093,0.00000730826,0.0002149576,0.000001565359,0.0001480105,0.00003722652],"genre_scores_gemma":[0.9947026,0.00003063833,0.005162491,0.00002366613,0.000003524883,0.0000339012,0.000008864191,0.00001080894,0.00002350424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4244102,"threshold_uncertainty_score":0.239552,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2363917252","doi":"","title":"An Introduction of the Type Optoelectronic Dial of Tide Gauge","year":2004,"lang":"en","type":"article","venue":"Ocean Technology","topic":"Water Quality Monitoring Technologies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CAE (Canada)","funders":"","keywords":"Dial; Gauge (firearms); Reliability (semiconductor); Range (aeronautics); Computer science; Remote sensing; Engineering; Electrical engineering; Physics; Materials science; Aerospace engineering; Geology","authors":[{"name":"Zhang Xi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007454164014644247,"gpt":0.2342405083093509,"spread":0.2267863442947066,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000132771,0.00007867102,0.000122925,0.00007236027,0.00004165504,0.000002358039,0.0006535724,0.0001561845,0.00003978171],"category_scores_gemma":[0.0001190016,0.00005926619,0.00002714106,0.0006128421,0.000767013,0.00007121112,0.0002539981,0.0001852069,0.00001774332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001465858,"about_ca_system_score_gemma":0.00001453771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001745164,"about_ca_topic_score_gemma":0.00003409336,"domain_scores_codex":[0.9992834,0.00002053493,0.000175078,0.0001986923,0.0001331391,0.0001891042],"domain_scores_gemma":[0.9991595,0.000005613865,0.0001154432,0.0006968065,0.00001158053,0.0000110804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003383934,0.0002061624,0.1055639,0.00001268516,0.00001605688,0.000001245074,0.0001530205,0.00079602,0.8362376,0.04935509,0.0009653411,0.006659041],"study_design_scores_gemma":[0.0001323576,0.0003912767,0.01053323,0.000003809632,0.000007426382,0.000009999971,0.00008697019,0.000004114135,0.9270493,0.06034167,0.001375474,0.00006432721],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953886,0.00002011201,0.00006576958,0.003972376,0.0001682901,0.00009817193,0.000002683933,0.0002051709,0.00007879216],"genre_scores_gemma":[0.9980405,0.000009643558,0.001859896,0.000005605782,0.00003454801,0.000001419708,0.000001942148,0.000008689417,0.00003777716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09503068,"threshold_uncertainty_score":0.2826091,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2356112837","doi":"","title":"A Technology Analysis of NEPTUNE","year":2006,"lang":"en","type":"article","venue":"Ocean Technology","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Neptune; Submarine; Underwater; Remote sensing; Aerospace engineering; Engineering; Geology; Aeronautics; Oceanography; Astronomy; Planet; Physics","authors":[{"name":"Luo Xuye","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005021172684292093,"gpt":0.2499638755070032,"spread":0.2449427028227111,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005268637,0.00009798651,0.0002420151,0.001917331,0.00006179712,0.000009256172,0.0009456471,0.0001575633,0.000006541386],"category_scores_gemma":[0.00001422985,0.00009892866,0.00008038757,0.007961233,0.000185545,0.00008118045,0.0002664323,0.0001181709,0.000007377302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002584134,"about_ca_system_score_gemma":0.00002331525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009377496,"about_ca_topic_score_gemma":0.000005839502,"domain_scores_codex":[0.9990985,0.000006220954,0.0002748813,0.0003242016,0.0001070091,0.0001892085],"domain_scores_gemma":[0.9989502,0.00002892077,0.0001654388,0.0007028963,0.0001370525,0.00001548086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[5.589641e-7,0.00005437137,0.002172699,0.000001399591,0.00004578901,0.000002579182,0.000003144257,0.0007893271,0.00192581,0.979226,0.0003095624,0.01546879],"study_design_scores_gemma":[0.0001117641,0.00008376069,0.001608791,0.000004377845,0.00006760085,0.00001407356,0.00001314757,0.03725925,0.02600667,0.9196441,0.01502874,0.0001577115],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05132466,0.0001294167,0.9403998,0.005329004,0.00001565748,0.00009843831,0.000004803211,0.001146909,0.001551329],"genre_scores_gemma":[0.7371755,0.000006096842,0.2626183,0.00004521861,0.000006054141,0.00001344851,0.00000682286,0.000004726499,0.0001237833],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6858509,"threshold_uncertainty_score":0.4034193,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}